Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 663 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 77.6 KiB |
| Average record size in memory | 119.8 B |
Variable types
| NUM | 13 |
|---|---|
| CAT | 6 |
| BOOL | 3 |
Disciplinary failure has constant value "663" | Constant |
Education is highly correlated with ID | High correlation |
ID is highly correlated with Education | High correlation |
df_index has unique values | Unique |
Children has 261 (39.4%) zeros | Zeros |
Pet has 404 (60.9%) zeros | Zeros |
Reproduction
| Analysis started | 2020-11-11 16:06:06.909984 |
|---|---|
| Analysis finished | 2020-11-11 16:06:40.203339 |
| Duration | 33.29 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 663 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 367.7149321 |
|---|---|
| Minimum | 0 |
| Maximum | 736 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 35.1 |
| Q1 | 181.5 |
| median | 369 |
| Q3 | 551 |
| 95-th percentile | 700.7 |
| Maximum | 736 |
| Range | 736 |
| Interquartile range (IQR) | 369.5 |
Descriptive statistics
| Standard deviation | 213.0937382 |
|---|---|
| Coefficient of variation (CV) | 0.5795079819 |
| Kurtosis | -1.205649484 |
| Mean | 367.7149321 |
| Median Absolute Deviation (MAD) | 185 |
| Skewness | -0.003989991574 |
| Sum | 243795 |
| Variance | 45408.94127 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) | |
| 736 | 1 | 0.2% | |
| 247 | 1 | 0.2% | |
| 245 | 1 | 0.2% | |
| 244 | 1 | 0.2% | |
| 243 | 1 | 0.2% | |
| 242 | 1 | 0.2% | |
| 241 | 1 | 0.2% | |
| 240 | 1 | 0.2% | |
| 239 | 1 | 0.2% | |
| 238 | 1 | 0.2% | |
| 237 | 1 | 0.2% | |
| 236 | 1 | 0.2% | |
| 235 | 1 | 0.2% | |
| 234 | 1 | 0.2% | |
| 233 | 1 | 0.2% | |
| 232 | 1 | 0.2% | |
| 231 | 1 | 0.2% | |
| 230 | 1 | 0.2% | |
| 229 | 1 | 0.2% | |
| 246 | 1 | 0.2% | |
| 248 | 1 | 0.2% | |
| 269 | 1 | 0.2% | |
| 249 | 1 | 0.2% | |
| 267 | 1 | 0.2% | |
| 266 | 1 | 0.2% | |
| Other values (638) | 638 | 96.2% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.2% | |
| 2 | 1 | 0.2% | |
| 3 | 1 | 0.2% | |
| 4 | 1 | 0.2% | |
| 5 | 1 | 0.2% | |
| 6 | 1 | 0.2% | |
| 7 | 1 | 0.2% | |
| 8 | 1 | 0.2% | |
| 9 | 1 | 0.2% | |
| 10 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 736 | 1 | 0.2% | |
| 735 | 1 | 0.2% | |
| 734 | 1 | 0.2% | |
| 733 | 1 | 0.2% | |
| 732 | 1 | 0.2% | |
| 731 | 1 | 0.2% | |
| 730 | 1 | 0.2% | |
| 729 | 1 | 0.2% | |
| 728 | 1 | 0.2% | |
| 727 | 1 | 0.2% |
| Distinct | 33 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 KiB |
| 3 | |
|---|---|
| 28 | |
| 34 | |
| 22 | |
| 20 | |
| Other values (28) |
| Value | Count | Frequency (%) | |
| 3 | 96 | 14.5% | |
| 28 | 73 | 11.0% | |
| 34 | 50 | 7.5% | |
| 22 | 41 | 6.2% | |
| 20 | 39 | 5.9% | |
| 11 | 38 | 5.7% | |
| 15 | 34 | 5.1% | |
| 14 | 29 | 4.4% | |
| 36 | 28 | 4.2% | |
| 24 | 27 | 4.1% | |
| 33 | 23 | 3.5% | |
| 10 | 23 | 3.5% | |
| 1 | 22 | 3.3% | |
| 17 | 20 | 3.0% | |
| 18 | 14 | 2.1% | |
| 5 | 13 | 2.0% | |
| 13 | 13 | 2.0% | |
| 25 | 10 | 1.5% | |
| 6 | 8 | 1.2% | |
| 9 | 8 | 1.2% | |
| 12 | 7 | 1.1% | |
| 30 | 6 | 0.9% | |
| 27 | 6 | 0.9% | |
| 32 | 5 | 0.8% | |
| 23 | 5 | 0.8% | |
| Other values (8) | 25 | 3.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.766214178 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2 | 269 | 23.0% | |
| 3 | 251 | 21.4% | |
| 1 | 246 | 21.0% | |
| 4 | 106 | 9.1% | |
| 8 | 87 | 7.4% | |
| 0 | 68 | 5.8% | |
| 5 | 57 | 4.9% | |
| 6 | 43 | 3.7% | |
| 7 | 30 | 2.6% | |
| 9 | 14 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1171 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 269 | 23.0% | |
| 3 | 251 | 21.4% | |
| 1 | 246 | 21.0% | |
| 4 | 106 | 9.1% | |
| 8 | 87 | 7.4% | |
| 0 | 68 | 5.8% | |
| 5 | 57 | 4.9% | |
| 6 | 43 | 3.7% | |
| 7 | 30 | 2.6% | |
| 9 | 14 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 1171 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2 | 269 | 23.0% | |
| 3 | 251 | 21.4% | |
| 1 | 246 | 21.0% | |
| 4 | 106 | 9.1% | |
| 8 | 87 | 7.4% | |
| 0 | 68 | 5.8% | |
| 5 | 57 | 4.9% | |
| 6 | 43 | 3.7% | |
| 7 | 30 | 2.6% | |
| 9 | 14 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1171 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2 | 269 | 23.0% | |
| 3 | 251 | 21.4% | |
| 1 | 246 | 21.0% | |
| 4 | 106 | 9.1% | |
| 8 | 87 | 7.4% | |
| 0 | 68 | 5.8% | |
| 5 | 57 | 4.9% | |
| 6 | 43 | 3.7% | |
| 7 | 30 | 2.6% | |
| 9 | 14 | 1.2% |
Reason for absence
Categorical
| Distinct | 27 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 KiB |
| 23 | |
|---|---|
| 28 | |
| 13 | |
| 27 | |
| 19 | |
| Other values (22) |
| Value | Count | Frequency (%) | |
| 23 | 142 | 21.4% | |
| 28 | 108 | 16.3% | |
| 13 | 55 | 8.3% | |
| 27 | 47 | 7.1% | |
| 19 | 40 | 6.0% | |
| 22 | 37 | 5.6% | |
| 26 | 33 | 5.0% | |
| 25 | 31 | 4.7% | |
| 11 | 26 | 3.9% | |
| 10 | 25 | 3.8% | |
| 18 | 21 | 3.2% | |
| 14 | 19 | 2.9% | |
| 1 | 16 | 2.4% | |
| 7 | 15 | 2.3% | |
| 12 | 8 | 1.2% | |
| 6 | 8 | 1.2% | |
| 21 | 6 | 0.9% | |
| 8 | 6 | 0.9% | |
| 9 | 4 | 0.6% | |
| 16 | 3 | 0.5% | |
| 24 | 3 | 0.5% | |
| 5 | 3 | 0.5% | |
| 15 | 2 | 0.3% | |
| 4 | 2 | 0.3% | |
| 17 | 1 | 0.2% | |
| Other values (2) | 2 | 0.3% |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.5% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.915535445 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2 | 453 | 35.7% | |
| 1 | 248 | 19.5% | |
| 3 | 198 | 15.6% | |
| 8 | 135 | 10.6% | |
| 7 | 63 | 5.0% | |
| 6 | 44 | 3.5% | |
| 9 | 44 | 3.5% | |
| 5 | 36 | 2.8% | |
| 0 | 25 | 2.0% | |
| 4 | 24 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1270 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 453 | 35.7% | |
| 1 | 248 | 19.5% | |
| 3 | 198 | 15.6% | |
| 8 | 135 | 10.6% | |
| 7 | 63 | 5.0% | |
| 6 | 44 | 3.5% | |
| 9 | 44 | 3.5% | |
| 5 | 36 | 2.8% | |
| 0 | 25 | 2.0% | |
| 4 | 24 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 1270 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2 | 453 | 35.7% | |
| 1 | 248 | 19.5% | |
| 3 | 198 | 15.6% | |
| 8 | 135 | 10.6% | |
| 7 | 63 | 5.0% | |
| 6 | 44 | 3.5% | |
| 9 | 44 | 3.5% | |
| 5 | 36 | 2.8% | |
| 0 | 25 | 2.0% | |
| 4 | 24 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1270 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2 | 453 | 35.7% | |
| 1 | 248 | 19.5% | |
| 3 | 198 | 15.6% | |
| 8 | 135 | 10.6% | |
| 7 | 63 | 5.0% | |
| 6 | 44 | 3.5% | |
| 9 | 44 | 3.5% | |
| 5 | 36 | 2.8% | |
| 0 | 25 | 2.0% | |
| 4 | 24 | 1.9% |
Month of absence
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 3 | |
|---|---|
| 7 | |
| 2 | |
| 10 | |
| 11 | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| 3 | 79 | 11.9% | |
| 7 | 63 | 9.5% | |
| 2 | 62 | 9.4% | |
| 10 | 60 | 9.0% | |
| 11 | 56 | 8.4% | |
| 5 | 55 | 8.3% | |
| 8 | 54 | 8.1% | |
| 6 | 51 | 7.7% | |
| 4 | 49 | 7.4% | |
| 12 | 46 | 6.9% | |
| 1 | 45 | 6.8% | |
| 9 | 43 | 6.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.244343891 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1 | 263 | 31.9% | |
| 2 | 108 | 13.1% | |
| 3 | 79 | 9.6% | |
| 7 | 63 | 7.6% | |
| 0 | 60 | 7.3% | |
| 5 | 55 | 6.7% | |
| 8 | 54 | 6.5% | |
| 6 | 51 | 6.2% | |
| 4 | 49 | 5.9% | |
| 9 | 43 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 825 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 263 | 31.9% | |
| 2 | 108 | 13.1% | |
| 3 | 79 | 9.6% | |
| 7 | 63 | 7.6% | |
| 0 | 60 | 7.3% | |
| 5 | 55 | 6.7% | |
| 8 | 54 | 6.5% | |
| 6 | 51 | 6.2% | |
| 4 | 49 | 5.9% | |
| 9 | 43 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 825 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1 | 263 | 31.9% | |
| 2 | 108 | 13.1% | |
| 3 | 79 | 9.6% | |
| 7 | 63 | 7.6% | |
| 0 | 60 | 7.3% | |
| 5 | 55 | 6.7% | |
| 8 | 54 | 6.5% | |
| 6 | 51 | 6.2% | |
| 4 | 49 | 5.9% | |
| 9 | 43 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 825 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1 | 263 | 31.9% | |
| 2 | 108 | 13.1% | |
| 3 | 79 | 9.6% | |
| 7 | 63 | 7.6% | |
| 0 | 60 | 7.3% | |
| 5 | 55 | 6.7% | |
| 8 | 54 | 6.5% | |
| 6 | 51 | 6.2% | |
| 4 | 49 | 5.9% | |
| 9 | 43 | 5.2% |
Day of the week
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 991.0 B |
| 2 | |
|---|---|
| 3 | |
| 4 | |
| 6 | |
| 5 |
| Value | Count | Frequency (%) | |
| 2 | 152 | 22.9% | |
| 3 | 137 | 20.7% | |
| 4 | 133 | 20.1% | |
| 6 | 129 | 19.5% | |
| 5 | 112 | 16.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2 | 152 | 22.9% | |
| 3 | 137 | 20.7% | |
| 4 | 133 | 20.1% | |
| 6 | 129 | 19.5% | |
| 5 | 112 | 16.9% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 663 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 152 | 22.9% | |
| 3 | 137 | 20.7% | |
| 4 | 133 | 20.1% | |
| 6 | 129 | 19.5% | |
| 5 | 112 | 16.9% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 663 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2 | 152 | 22.9% | |
| 3 | 137 | 20.7% | |
| 4 | 133 | 20.1% | |
| 6 | 129 | 19.5% | |
| 5 | 112 | 16.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 663 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2 | 152 | 22.9% | |
| 3 | 137 | 20.7% | |
| 4 | 133 | 20.1% | |
| 6 | 129 | 19.5% | |
| 5 | 112 | 16.9% |
Seasons
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 983.0 B |
| 2 | |
|---|---|
| 4 | |
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 171 | 25.8% | |
| 4 | 168 | 25.3% | |
| 3 | 163 | 24.6% | |
| 1 | 161 | 24.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2 | 171 | 25.8% | |
| 4 | 168 | 25.3% | |
| 3 | 163 | 24.6% | |
| 1 | 161 | 24.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 663 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 171 | 25.8% | |
| 4 | 168 | 25.3% | |
| 3 | 163 | 24.6% | |
| 1 | 161 | 24.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 663 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2 | 171 | 25.8% | |
| 4 | 168 | 25.3% | |
| 3 | 163 | 24.6% | |
| 1 | 161 | 24.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 663 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2 | 171 | 25.8% | |
| 4 | 168 | 25.3% | |
| 3 | 163 | 24.6% | |
| 1 | 161 | 24.3% |
Transportation expense
Real number (ℝ≥0)
| Distinct | 23 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 221.4449472 |
|---|---|
| Minimum | 118 |
| Maximum | 388 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 118 |
|---|---|
| 5-th percentile | 118 |
| Q1 | 179 |
| median | 225 |
| Q3 | 260 |
| 95-th percentile | 361 |
| Maximum | 388 |
| Range | 270 |
| Interquartile range (IQR) | 81 |
Descriptive statistics
| Standard deviation | 66.22377769 |
|---|---|
| Coefficient of variation (CV) | 0.2990530086 |
| Kurtosis | -0.3329517395 |
| Mean | 221.4449472 |
| Median Absolute Deviation (MAD) | 46 |
| Skewness | 0.372029783 |
| Sum | 146818 |
| Variance | 4385.588732 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 179 | 157 | 23.7% | |
| 118 | 80 | 12.1% | |
| 225 | 77 | 11.6% | |
| 235 | 49 | 7.4% | |
| 289 | 43 | 6.5% | |
| 260 | 39 | 5.9% | |
| 291 | 36 | 5.4% | |
| 155 | 29 | 4.4% | |
| 246 | 27 | 4.1% | |
| 248 | 23 | 3.5% | |
| 361 | 23 | 3.5% | |
| 330 | 14 | 2.1% | |
| 369 | 13 | 2.0% | |
| 228 | 8 | 1.2% | |
| 189 | 8 | 1.2% | |
| 233 | 7 | 1.1% | |
| 184 | 6 | 0.9% | |
| 157 | 6 | 0.9% | |
| 378 | 5 | 0.8% | |
| 300 | 5 | 0.8% | |
| 279 | 4 | 0.6% | |
| 268 | 2 | 0.3% | |
| 388 | 2 | 0.3% |
| Value | Count | Frequency (%) | |
| 118 | 80 | 12.1% | |
| 155 | 29 | 4.4% | |
| 157 | 6 | 0.9% | |
| 179 | 157 | 23.7% | |
| 184 | 6 | 0.9% | |
| 189 | 8 | 1.2% | |
| 225 | 77 | 11.6% | |
| 228 | 8 | 1.2% | |
| 233 | 7 | 1.1% | |
| 235 | 49 | 7.4% |
| Value | Count | Frequency (%) | |
| 388 | 2 | 0.3% | |
| 378 | 5 | 0.8% | |
| 369 | 13 | 2.0% | |
| 361 | 23 | 3.5% | |
| 330 | 14 | 2.1% | |
| 300 | 5 | 0.8% | |
| 291 | 36 | 5.4% | |
| 289 | 43 | 6.5% | |
| 279 | 4 | 0.6% | |
| 268 | 2 | 0.3% |
Distance from Residence to Work
Real number (ℝ≥0)
| Distinct | 23 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.47963801 |
|---|---|
| Minimum | 5 |
| Maximum | 52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 16 |
| median | 26 |
| Q3 | 50 |
| 95-th percentile | 51 |
| Maximum | 52 |
| Range | 47 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 14.73161075 |
|---|---|
| Coefficient of variation (CV) | 0.4997215617 |
| Kurtosis | -1.229046189 |
| Mean | 29.47963801 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.3355102368 |
| Sum | 19545 |
| Variance | 217.0203552 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 26 | 119 | 17.9% | |
| 51 | 103 | 15.5% | |
| 25 | 50 | 7.5% | |
| 10 | 50 | 7.5% | |
| 50 | 41 | 6.2% | |
| 36 | 38 | 5.7% | |
| 31 | 34 | 5.1% | |
| 12 | 29 | 4.4% | |
| 13 | 28 | 4.2% | |
| 11 | 24 | 3.6% | |
| 16 | 24 | 3.6% | |
| 52 | 23 | 3.5% | |
| 22 | 20 | 3.0% | |
| 20 | 13 | 2.0% | |
| 17 | 13 | 2.0% | |
| 29 | 12 | 1.8% | |
| 15 | 8 | 1.2% | |
| 14 | 8 | 1.2% | |
| 27 | 6 | 0.9% | |
| 42 | 6 | 0.9% | |
| 48 | 5 | 0.8% | |
| 49 | 5 | 0.8% | |
| 5 | 4 | 0.6% |
| Value | Count | Frequency (%) | |
| 5 | 4 | 0.6% | |
| 10 | 50 | 7.5% | |
| 11 | 24 | 3.6% | |
| 12 | 29 | 4.4% | |
| 13 | 28 | 4.2% | |
| 14 | 8 | 1.2% | |
| 15 | 8 | 1.2% | |
| 16 | 24 | 3.6% | |
| 17 | 13 | 2.0% | |
| 20 | 13 | 2.0% |
| Value | Count | Frequency (%) | |
| 52 | 23 | 3.5% | |
| 51 | 103 | 15.5% | |
| 50 | 41 | 6.2% | |
| 49 | 5 | 0.8% | |
| 48 | 5 | 0.8% | |
| 42 | 6 | 0.9% | |
| 36 | 38 | 5.7% | |
| 31 | 34 | 5.1% | |
| 29 | 12 | 1.8% | |
| 27 | 6 | 0.9% |
Service time
Real number (ℝ≥0)
| Distinct | 18 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.48717949 |
|---|---|
| Minimum | 1 |
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 9 |
| median | 13 |
| Q3 | 16 |
| 95-th percentile | 18 |
| Maximum | 29 |
| Range | 28 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.425216301 |
|---|---|
| Coefficient of variation (CV) | 0.3543807716 |
| Kurtosis | 0.789208855 |
| Mean | 12.48717949 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.029294716 |
| Sum | 8279 |
| Variance | 19.58253931 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 18 | 124 | 18.7% | |
| 9 | 116 | 17.5% | |
| 14 | 78 | 11.8% | |
| 13 | 64 | 9.7% | |
| 12 | 53 | 8.0% | |
| 10 | 50 | 7.5% | |
| 11 | 44 | 6.6% | |
| 16 | 35 | 5.3% | |
| 3 | 23 | 3.5% | |
| 17 | 20 | 3.0% | |
| 4 | 14 | 2.1% | |
| 8 | 12 | 1.8% | |
| 1 | 7 | 1.1% | |
| 7 | 6 | 0.9% | |
| 6 | 6 | 0.9% | |
| 29 | 5 | 0.8% | |
| 15 | 4 | 0.6% | |
| 24 | 2 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 7 | 1.1% | |
| 3 | 23 | 3.5% | |
| 4 | 14 | 2.1% | |
| 6 | 6 | 0.9% | |
| 7 | 6 | 0.9% | |
| 8 | 12 | 1.8% | |
| 9 | 116 | 17.5% | |
| 10 | 50 | 7.5% | |
| 11 | 44 | 6.6% | |
| 12 | 53 | 8.0% |
| Value | Count | Frequency (%) | |
| 29 | 5 | 0.8% | |
| 24 | 2 | 0.3% | |
| 18 | 124 | 18.7% | |
| 17 | 20 | 3.0% | |
| 16 | 35 | 5.3% | |
| 15 | 4 | 0.6% | |
| 14 | 78 | 11.8% | |
| 13 | 64 | 9.7% | |
| 12 | 53 | 8.0% | |
| 11 | 44 | 6.6% |
Age
Real number (ℝ≥0)
| Distinct | 21 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.2760181 |
|---|---|
| Minimum | 27 |
| Maximum | 58 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 31 |
| median | 37 |
| Q3 | 40 |
| 95-th percentile | 50 |
| Maximum | 58 |
| Range | 31 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.463292667 |
|---|---|
| Coefficient of variation (CV) | 0.178169849 |
| Kurtosis | 0.5721696934 |
| Mean | 36.2760181 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.7471926819 |
| Sum | 24051 |
| Variance | 41.7741521 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 28 | 110 | 16.6% | |
| 38 | 96 | 14.5% | |
| 37 | 72 | 10.9% | |
| 40 | 54 | 8.1% | |
| 33 | 48 | 7.2% | |
| 36 | 44 | 6.6% | |
| 30 | 41 | 6.2% | |
| 41 | 31 | 4.7% | |
| 50 | 30 | 4.5% | |
| 34 | 29 | 4.4% | |
| 47 | 23 | 3.5% | |
| 31 | 20 | 3.0% | |
| 43 | 18 | 2.7% | |
| 32 | 12 | 1.8% | |
| 58 | 8 | 1.2% | |
| 29 | 6 | 0.9% | |
| 27 | 6 | 0.9% | |
| 49 | 5 | 0.8% | |
| 39 | 4 | 0.6% | |
| 48 | 4 | 0.6% | |
| 46 | 2 | 0.3% |
| Value | Count | Frequency (%) | |
| 27 | 6 | 0.9% | |
| 28 | 110 | 16.6% | |
| 29 | 6 | 0.9% | |
| 30 | 41 | 6.2% | |
| 31 | 20 | 3.0% | |
| 32 | 12 | 1.8% | |
| 33 | 48 | 7.2% | |
| 34 | 29 | 4.4% | |
| 36 | 44 | 6.6% | |
| 37 | 72 | 10.9% |
| Value | Count | Frequency (%) | |
| 58 | 8 | 1.2% | |
| 50 | 30 | 4.5% | |
| 49 | 5 | 0.8% | |
| 48 | 4 | 0.6% | |
| 47 | 23 | 3.5% | |
| 46 | 2 | 0.3% | |
| 43 | 18 | 2.7% | |
| 41 | 31 | 4.7% | |
| 40 | 54 | 8.1% | |
| 39 | 4 | 0.6% |
Work load Average/day
Real number (ℝ≥0)
| Distinct | 37 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 271.844175 |
|---|---|
| Minimum | 205.917 |
| Maximum | 378.884 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 205.917 |
|---|---|
| 5-th percentile | 222.196 |
| Q1 | 244.387 |
| median | 264.249 |
| Q3 | 294.217 |
| 95-th percentile | 343.253 |
| Maximum | 378.884 |
| Range | 172.967 |
| Interquartile range (IQR) | 49.83 |
Descriptive statistics
| Standard deviation | 39.52583048 |
|---|---|
| Coefficient of variation (CV) | 0.1453988502 |
| Kurtosis | 0.448003128 |
| Mean | 271.844175 |
| Median Absolute Deviation (MAD) | 22.773 |
| Skewness | 0.9029618989 |
| Sum | 180232.688 |
| Variance | 1562.291275 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 222.196 | 32 | 4.8% | |
| 343.253 | 29 | 4.4% | |
| 237.656 | 28 | 4.2% | |
| 264.249 | 28 | 4.2% | |
| 284.853 | 24 | 3.6% | |
| 205.917 | 21 | 3.2% | |
| 265.017 | 20 | 3.0% | |
| 268.519 | 20 | 3.0% | |
| 326.452 | 19 | 2.9% | |
| 284.031 | 19 | 2.9% | |
| 308.593 | 19 | 2.9% | |
| 230.29 | 19 | 2.9% | |
| 265.615 | 18 | 2.7% | |
| 236.629 | 18 | 2.7% | |
| 253.957 | 18 | 2.7% | |
| 302.585 | 18 | 2.7% | |
| 244.387 | 18 | 2.7% | |
| 275.089 | 17 | 2.6% | |
| 306.345 | 17 | 2.6% | |
| 241.476 | 17 | 2.6% | |
| 239.554 | 17 | 2.6% | |
| 246.288 | 17 | 2.6% | |
| 377.55 | 16 | 2.4% | |
| 253.465 | 16 | 2.4% | |
| 251.818 | 16 | 2.4% | |
| Other values (12) | 162 | 24.4% |
| Value | Count | Frequency (%) | |
| 205.917 | 21 | 3.2% | |
| 222.196 | 32 | 4.8% | |
| 230.29 | 19 | 2.9% | |
| 236.629 | 18 | 2.7% | |
| 237.656 | 28 | 4.2% | |
| 239.409 | 13 | 2.0% | |
| 239.554 | 17 | 2.6% | |
| 241.476 | 17 | 2.6% | |
| 244.387 | 18 | 2.7% | |
| 246.074 | 15 | 2.3% |
| Value | Count | Frequency (%) | |
| 378.884 | 12 | 1.8% | |
| 377.55 | 16 | 2.4% | |
| 343.253 | 29 | 4.4% | |
| 330.061 | 11 | 1.7% | |
| 326.452 | 19 | 2.9% | |
| 313.532 | 15 | 2.3% | |
| 308.593 | 19 | 2.9% | |
| 306.345 | 17 | 2.6% | |
| 302.585 | 18 | 2.7% | |
| 294.217 | 15 | 2.3% |
Hit target
Real number (ℝ≥0)
| Distinct | 13 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.68476621 |
|---|---|
| Minimum | 81 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 81 |
|---|---|
| 5-th percentile | 88 |
| Q1 | 93 |
| median | 95 |
| Q3 | 97 |
| 95-th percentile | 99 |
| Maximum | 100 |
| Range | 19 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.675491652 |
|---|---|
| Coefficient of variation (CV) | 0.03881819429 |
| Kurtosis | 2.557680858 |
| Mean | 94.68476621 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -1.246238273 |
| Sum | 62776 |
| Variance | 13.50923888 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 93 | 98 | 14.8% | |
| 99 | 93 | 14.0% | |
| 97 | 78 | 11.8% | |
| 92 | 69 | 10.4% | |
| 96 | 67 | 10.1% | |
| 95 | 66 | 10.0% | |
| 98 | 60 | 9.0% | |
| 91 | 41 | 6.2% | |
| 94 | 34 | 5.1% | |
| 88 | 20 | 3.0% | |
| 81 | 15 | 2.3% | |
| 100 | 11 | 1.7% | |
| 87 | 11 | 1.7% |
| Value | Count | Frequency (%) | |
| 81 | 15 | 2.3% | |
| 87 | 11 | 1.7% | |
| 88 | 20 | 3.0% | |
| 91 | 41 | 6.2% | |
| 92 | 69 | 10.4% | |
| 93 | 98 | 14.8% | |
| 94 | 34 | 5.1% | |
| 95 | 66 | 10.0% | |
| 96 | 67 | 10.1% | |
| 97 | 78 | 11.8% |
| Value | Count | Frequency (%) | |
| 100 | 11 | 1.7% | |
| 99 | 93 | 14.0% | |
| 98 | 60 | 9.0% | |
| 97 | 78 | 11.8% | |
| 96 | 67 | 10.1% | |
| 95 | 66 | 10.0% | |
| 94 | 34 | 5.1% | |
| 93 | 98 | 14.8% | |
| 92 | 69 | 10.4% | |
| 91 | 41 | 6.2% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 791.0 B |
| False |
|---|
| Value | Count | Frequency (%) | |
| False | 663 | 100.0% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 983.0 B |
| 1 | |
|---|---|
| 3 | |
| 2 | 43 |
| 4 | 4 |
| Value | Count | Frequency (%) | |
| 1 | 543 | 81.9% | |
| 3 | 73 | 11.0% | |
| 2 | 43 | 6.5% | |
| 4 | 4 | 0.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1 | 543 | 81.9% | |
| 3 | 73 | 11.0% | |
| 2 | 43 | 6.5% | |
| 4 | 4 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 663 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 543 | 81.9% | |
| 3 | 73 | 11.0% | |
| 2 | 43 | 6.5% | |
| 4 | 4 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 663 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1 | 543 | 81.9% | |
| 3 | 73 | 11.0% | |
| 2 | 43 | 6.5% | |
| 4 | 4 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 663 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1 | 543 | 81.9% | |
| 3 | 73 | 11.0% | |
| 2 | 43 | 6.5% | |
| 4 | 4 | 0.6% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.042232278 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 261 |
| Zeros (%) | 39.4% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.105340986 |
|---|---|
| Coefficient of variation (CV) | 1.060551481 |
| Kurtosis | 0.6693052233 |
| Mean | 1.042232278 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.054024465 |
| Sum | 691 |
| Variance | 1.221778695 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 261 | 39.4% | |
| 1 | 204 | 30.8% | |
| 2 | 146 | 22.0% | |
| 4 | 39 | 5.9% | |
| 3 | 13 | 2.0% |
| Value | Count | Frequency (%) | |
| 0 | 261 | 39.4% | |
| 1 | 204 | 30.8% | |
| 2 | 146 | 22.0% | |
| 3 | 13 | 2.0% | |
| 4 | 39 | 5.9% |
| Value | Count | Frequency (%) | |
| 4 | 39 | 5.9% | |
| 3 | 13 | 2.0% | |
| 2 | 146 | 22.0% | |
| 1 | 204 | 30.8% | |
| 0 | 261 | 39.4% |
Social drinker
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 791.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) | |
| True | 370 | 55.8% | |
| False | 293 | 44.2% |
Social smoker
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 791.0 B |
| False | |
|---|---|
| True | 46 |
| Value | Count | Frequency (%) | |
| False | 617 | 93.1% | |
| True | 46 | 6.9% |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7511312217 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros | 404 |
| Zeros (%) | 60.9% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.296017984 |
|---|---|
| Coefficient of variation (CV) | 1.725421533 |
| Kurtosis | 10.0069227 |
| Mean | 0.7511312217 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.741895457 |
| Sum | 498 |
| Variance | 1.679662616 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 404 | 60.9% | |
| 1 | 130 | 19.6% | |
| 2 | 90 | 13.6% | |
| 4 | 28 | 4.2% | |
| 8 | 7 | 1.1% | |
| 5 | 4 | 0.6% |
| Value | Count | Frequency (%) | |
| 0 | 404 | 60.9% | |
| 1 | 130 | 19.6% | |
| 2 | 90 | 13.6% | |
| 4 | 28 | 4.2% | |
| 5 | 4 | 0.6% | |
| 8 | 7 | 1.1% |
| Value | Count | Frequency (%) | |
| 8 | 7 | 1.1% | |
| 5 | 4 | 0.6% | |
| 4 | 28 | 4.2% | |
| 2 | 90 | 13.6% | |
| 1 | 130 | 19.6% | |
| 0 | 404 | 60.9% |
Weight
Real number (ℝ≥0)
| Distinct | 25 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.71191554 |
|---|---|
| Minimum | 56 |
| Maximum | 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 56 |
|---|---|
| 5-th percentile | 56 |
| Q1 | 69 |
| median | 80 |
| Q3 | 89 |
| 95-th percentile | 98 |
| Maximum | 108 |
| Range | 52 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 12.69107591 |
|---|---|
| Coefficient of variation (CV) | 0.1612344944 |
| Kurtosis | -0.9199774004 |
| Mean | 78.71191554 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.02064129444 |
| Sum | 52186 |
| Variance | 161.0634077 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 89 | 96 | 14.5% | |
| 69 | 81 | 12.2% | |
| 65 | 54 | 8.1% | |
| 83 | 50 | 7.5% | |
| 56 | 41 | 6.2% | |
| 90 | 38 | 5.7% | |
| 73 | 34 | 5.1% | |
| 95 | 29 | 4.4% | |
| 98 | 28 | 4.2% | |
| 67 | 27 | 4.1% | |
| 88 | 26 | 3.9% | |
| 86 | 23 | 3.5% | |
| 80 | 23 | 3.5% | |
| 63 | 20 | 3.0% | |
| 75 | 18 | 2.7% | |
| 84 | 14 | 2.1% | |
| 106 | 13 | 2.0% | |
| 70 | 13 | 2.0% | |
| 68 | 11 | 1.7% | |
| 58 | 6 | 0.9% | |
| 108 | 5 | 0.8% | |
| 77 | 5 | 0.8% | |
| 94 | 4 | 0.6% | |
| 76 | 2 | 0.3% | |
| 79 | 2 | 0.3% |
| Value | Count | Frequency (%) | |
| 56 | 41 | 6.2% | |
| 58 | 6 | 0.9% | |
| 63 | 20 | 3.0% | |
| 65 | 54 | 8.1% | |
| 67 | 27 | 4.1% | |
| 68 | 11 | 1.7% | |
| 69 | 81 | 12.2% | |
| 70 | 13 | 2.0% | |
| 73 | 34 | 5.1% | |
| 75 | 18 | 2.7% |
| Value | Count | Frequency (%) | |
| 108 | 5 | 0.8% | |
| 106 | 13 | 2.0% | |
| 98 | 28 | 4.2% | |
| 95 | 29 | 4.4% | |
| 94 | 4 | 0.6% | |
| 90 | 38 | 5.7% | |
| 89 | 96 | 14.5% | |
| 88 | 26 | 3.9% | |
| 86 | 23 | 3.5% | |
| 84 | 14 | 2.1% |
Height
Real number (ℝ≥0)
| Distinct | 14 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 172.2262443 |
|---|---|
| Minimum | 163 |
| Maximum | 196 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 163 |
|---|---|
| 5-th percentile | 167 |
| Q1 | 169 |
| median | 171 |
| Q3 | 172 |
| 95-th percentile | 185 |
| Maximum | 196 |
| Range | 33 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 6.216640682 |
|---|---|
| Coefficient of variation (CV) | 0.03609578033 |
| Kurtosis | 6.969340933 |
| Mean | 172.2262443 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.554069834 |
| Sum | 114186 |
| Variance | 38.64662137 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 172 | 146 | 22.0% | |
| 170 | 143 | 21.6% | |
| 169 | 88 | 13.3% | |
| 171 | 75 | 11.3% | |
| 178 | 49 | 7.4% | |
| 168 | 43 | 6.5% | |
| 196 | 29 | 4.4% | |
| 167 | 27 | 4.1% | |
| 165 | 23 | 3.5% | |
| 182 | 18 | 2.7% | |
| 175 | 7 | 1.1% | |
| 185 | 6 | 0.9% | |
| 174 | 5 | 0.8% | |
| 163 | 4 | 0.6% |
| Value | Count | Frequency (%) | |
| 163 | 4 | 0.6% | |
| 165 | 23 | 3.5% | |
| 167 | 27 | 4.1% | |
| 168 | 43 | 6.5% | |
| 169 | 88 | 13.3% | |
| 170 | 143 | 21.6% | |
| 171 | 75 | 11.3% | |
| 172 | 146 | 22.0% | |
| 174 | 5 | 0.8% | |
| 175 | 7 | 1.1% |
| Value | Count | Frequency (%) | |
| 196 | 29 | 4.4% | |
| 185 | 6 | 0.9% | |
| 182 | 18 | 2.7% | |
| 178 | 49 | 7.4% | |
| 175 | 7 | 1.1% | |
| 174 | 5 | 0.8% | |
| 172 | 146 | 22.0% | |
| 171 | 75 | 11.3% | |
| 170 | 143 | 21.6% | |
| 169 | 88 | 13.3% |
Body mass index
Real number (ℝ≥0)
| Distinct | 15 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.52639517 |
|---|---|
| Minimum | 19 |
| Maximum | 38 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 24 |
| median | 25 |
| Q3 | 31 |
| 95-th percentile | 32 |
| Maximum | 38 |
| Range | 19 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.150726665 |
|---|---|
| Coefficient of variation (CV) | 0.1564753385 |
| Kurtosis | -0.3097806716 |
| Mean | 26.52639517 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.2882197173 |
| Sum | 17587 |
| Variance | 17.22853185 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 31 | 124 | 18.7% | |
| 25 | 117 | 17.6% | |
| 24 | 79 | 11.9% | |
| 23 | 68 | 10.3% | |
| 28 | 54 | 8.1% | |
| 19 | 41 | 6.2% | |
| 30 | 38 | 5.7% | |
| 22 | 34 | 5.1% | |
| 32 | 23 | 3.5% | |
| 27 | 23 | 3.5% | |
| 29 | 22 | 3.3% | |
| 21 | 18 | 2.7% | |
| 38 | 13 | 2.0% | |
| 36 | 5 | 0.8% | |
| 33 | 4 | 0.6% |
| Value | Count | Frequency (%) | |
| 19 | 41 | 6.2% | |
| 21 | 18 | 2.7% | |
| 22 | 34 | 5.1% | |
| 23 | 68 | 10.3% | |
| 24 | 79 | 11.9% | |
| 25 | 117 | 17.6% | |
| 27 | 23 | 3.5% | |
| 28 | 54 | 8.1% | |
| 29 | 22 | 3.3% | |
| 30 | 38 | 5.7% |
| Value | Count | Frequency (%) | |
| 38 | 13 | 2.0% | |
| 36 | 5 | 0.8% | |
| 33 | 4 | 0.6% | |
| 32 | 23 | 3.5% | |
| 31 | 124 | 18.7% | |
| 30 | 38 | 5.7% | |
| 29 | 22 | 3.3% | |
| 28 | 54 | 8.1% | |
| 27 | 23 | 3.5% | |
| 25 | 117 | 17.6% |
Absenteeism time in hours
Real number (ℝ≥0)
| Distinct | 19 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.606334842 |
|---|---|
| Minimum | 0 |
| Maximum | 120 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 8 |
| 95-th percentile | 24 |
| Maximum | 120 |
| Range | 120 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 13.91690127 |
|---|---|
| Coefficient of variation (CV) | 1.829646152 |
| Kurtosis | 35.20063653 |
| Mean | 7.606334842 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 5.477282659 |
| Sum | 5043 |
| Variance | 193.6801411 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 8 | 207 | 31.2% | |
| 2 | 137 | 20.7% | |
| 3 | 102 | 15.4% | |
| 1 | 85 | 12.8% | |
| 4 | 60 | 9.0% | |
| 16 | 19 | 2.9% | |
| 24 | 16 | 2.4% | |
| 5 | 7 | 1.1% | |
| 40 | 7 | 1.1% | |
| 32 | 6 | 0.9% | |
| 120 | 3 | 0.5% | |
| 64 | 3 | 0.5% | |
| 80 | 3 | 0.5% | |
| 112 | 2 | 0.3% | |
| 56 | 2 | 0.3% | |
| 7 | 1 | 0.2% | |
| 48 | 1 | 0.2% | |
| 104 | 1 | 0.2% | |
| 0 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.2% | |
| 1 | 85 | 12.8% | |
| 2 | 137 | 20.7% | |
| 3 | 102 | 15.4% | |
| 4 | 60 | 9.0% | |
| 5 | 7 | 1.1% | |
| 7 | 1 | 0.2% | |
| 8 | 207 | 31.2% | |
| 16 | 19 | 2.9% | |
| 24 | 16 | 2.4% |
| Value | Count | Frequency (%) | |
| 120 | 3 | 0.5% | |
| 112 | 2 | 0.3% | |
| 104 | 1 | 0.2% | |
| 80 | 3 | 0.5% | |
| 64 | 3 | 0.5% | |
| 56 | 2 | 0.3% | |
| 48 | 1 | 0.2% | |
| 40 | 7 | 1.1% | |
| 32 | 6 | 0.9% | |
| 24 | 16 | 2.4% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | ID | Reason for absence | Month of absence | Day of the week | Seasons | Transportation expense | Distance from Residence to Work | Service time | Age | Work load Average/day | Hit target | Disciplinary failure | Education | Children | Social drinker | Social smoker | Pet | Weight | Height | Body mass index | Absenteeism time in hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 11 | 26 | 7 | 3 | 1 | 289 | 36 | 13 | 33 | 239.554 | 97 | False | 1 | 2 | True | False | 1 | 90 | 172 | 30 | 4 |
| 1 | 2 | 3 | 23 | 7 | 4 | 1 | 179 | 51 | 18 | 38 | 239.554 | 97 | False | 1 | 0 | True | False | 0 | 89 | 170 | 31 | 2 |
| 2 | 3 | 7 | 7 | 7 | 5 | 1 | 279 | 5 | 14 | 39 | 239.554 | 97 | False | 1 | 2 | True | True | 0 | 68 | 168 | 24 | 4 |
| 3 | 4 | 11 | 23 | 7 | 5 | 1 | 289 | 36 | 13 | 33 | 239.554 | 97 | False | 1 | 2 | True | False | 1 | 90 | 172 | 30 | 2 |
| 4 | 5 | 3 | 23 | 7 | 6 | 1 | 179 | 51 | 18 | 38 | 239.554 | 97 | False | 1 | 0 | True | False | 0 | 89 | 170 | 31 | 2 |
| 5 | 6 | 10 | 22 | 7 | 6 | 1 | 361 | 52 | 3 | 28 | 239.554 | 97 | False | 1 | 1 | True | False | 4 | 80 | 172 | 27 | 8 |
| 6 | 7 | 20 | 23 | 7 | 6 | 1 | 260 | 50 | 11 | 36 | 239.554 | 97 | False | 1 | 4 | True | False | 0 | 65 | 168 | 23 | 4 |
| 7 | 8 | 14 | 19 | 7 | 2 | 1 | 155 | 12 | 14 | 34 | 239.554 | 97 | False | 1 | 2 | True | False | 0 | 95 | 196 | 25 | 40 |
| 8 | 9 | 1 | 22 | 7 | 2 | 1 | 235 | 11 | 14 | 37 | 239.554 | 97 | False | 3 | 1 | False | False | 1 | 88 | 172 | 29 | 8 |
| 9 | 10 | 20 | 1 | 7 | 2 | 1 | 260 | 50 | 11 | 36 | 239.554 | 97 | False | 1 | 4 | True | False | 0 | 65 | 168 | 23 | 8 |
Last rows
| df_index | ID | Reason for absence | Month of absence | Day of the week | Seasons | Transportation expense | Distance from Residence to Work | Service time | Age | Work load Average/day | Hit target | Disciplinary failure | Education | Children | Social drinker | Social smoker | Pet | Weight | Height | Body mass index | Absenteeism time in hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 653 | 727 | 9 | 6 | 7 | 2 | 1 | 228 | 14 | 16 | 58 | 264.604 | 93 | False | 1 | 2 | False | False | 1 | 65 | 172 | 22 | 8 |
| 654 | 728 | 34 | 28 | 7 | 2 | 1 | 118 | 10 | 10 | 37 | 264.604 | 93 | False | 1 | 0 | False | False | 0 | 83 | 172 | 28 | 4 |
| 655 | 729 | 9 | 6 | 7 | 3 | 1 | 228 | 14 | 16 | 58 | 264.604 | 93 | False | 1 | 2 | False | False | 1 | 65 | 172 | 22 | 120 |
| 656 | 730 | 6 | 22 | 7 | 3 | 1 | 189 | 29 | 13 | 33 | 264.604 | 93 | False | 1 | 2 | False | False | 2 | 69 | 167 | 25 | 16 |
| 657 | 731 | 34 | 23 | 7 | 4 | 1 | 118 | 10 | 10 | 37 | 264.604 | 93 | False | 1 | 0 | False | False | 0 | 83 | 172 | 28 | 2 |
| 658 | 732 | 10 | 22 | 7 | 4 | 1 | 361 | 52 | 3 | 28 | 264.604 | 93 | False | 1 | 1 | True | False | 4 | 80 | 172 | 27 | 8 |
| 659 | 733 | 28 | 22 | 7 | 4 | 1 | 225 | 26 | 9 | 28 | 264.604 | 93 | False | 1 | 1 | False | False | 2 | 69 | 169 | 24 | 8 |
| 660 | 734 | 13 | 13 | 7 | 2 | 1 | 369 | 17 | 12 | 31 | 264.604 | 93 | False | 1 | 3 | True | False | 0 | 70 | 169 | 25 | 80 |
| 661 | 735 | 11 | 14 | 7 | 3 | 1 | 289 | 36 | 13 | 33 | 264.604 | 93 | False | 1 | 2 | True | False | 1 | 90 | 172 | 30 | 8 |
| 662 | 736 | 1 | 11 | 7 | 3 | 1 | 235 | 11 | 14 | 37 | 264.604 | 93 | False | 3 | 1 | False | False | 1 | 88 | 172 | 29 | 4 |